syt123450

5 ms·

1. 1.▲
   by syt123450 8y ago

   I am trying to design RNN layers, however, RNN is not the same as CNN layers. Now we use 3D to visualize CNN layer, as RNN has a time level information, it required 4D to visualize it, but I will try my best to add this attractive feature t
2. 2.▲
   by syt123450 8y ago

   Thanks!
3. 3.▲
   by syt123450 8y ago

   Thanks!
4. 4.▲
   by syt123450 8y ago

   Augmented reality is really an amazing idea! As Three.js support web vr, I will dig into it. Hoping I can add this feature to TensorSpace soon.
5. 5.▲
   by syt123450 8y ago

   Thanks. Visualize Keras model is easier than other kinds of model, as TensorSpace's API is designed based on Keras, you can easily use keras-like TensorSpace API to build TensorSpace model and visualize it.
6. 6.▲
   by syt123450 8y ago

   Yes, TensorSpace provides TransposeConv2d ( https://tensorspace.org/html/docs/layerTranspose.html )
7. 7.▲
   by syt123450 8y ago

   Thanks for your feedback, I am planing to visualize weights in next version of TensorSpace. These days, I add a "live loader" for TensorSpace, user can use this API to visualize online training process. And for others features, we
8. 8.▲
   by syt123450 8y ago

   Thanks so much for your suggestions. As you say, visualizing weights may be really helpful, and I get many feedbacks for adding visualizing weights. I will try to add this feature in later version of TensorSpace. Temporarily, TensorSpace in
9. 9.▲
   by syt123450 8y ago

   TensorSpace provides structure information and some basic metric for deep learning, and we use these famous network to show what TensorSpace can do, and how to use TensorSpace API to construct networks. For deep learning experts, these famo
10. 10.▲
    by syt123450 8y ago

    Thanks for your recommendation, I can not wait to add more interesting idea into TensorSpace!
11. 11.▲
    by syt123450 8y ago

    Thanks for your suggestions! TensorSpace is an in developing framework, and I acknowledge that it has some shortcomings, as you mentioned that for a big network, it will be too long in TensorSpace to visualize, and I am trying to figure out
12. 12.▲
    Show HN: TensorSpace.js – Neural network 3D visualization framework(github.com)

    167 points by syt123450 8y ago|28 comments
13. 13.▲
    Show HN: Gio.js – 3D Globe Data Visualization Library Built with Three.js(github.com)

    18 points by syt123450 8y ago|0 comments
14. 14.▲
    by syt123450 8y ago

    Official website: http://giojs.org/ Codepen online demos: https://codepen.io/collection/DkBobG/
15. 15.▲
    Show HN: Gio.js – 3D Globe Info Graphic Declarative Library Built with Three.js(github.com)

    4 points by syt123450 8y ago|1 comments